Loading
Intelligence library // 359 briefings
Insights
Practical AI governance guides, regulatory analysis, and research, for enterprise leaders, businesses, and individuals navigating the AI landscape.
For Enterprise259+
Boards, APRA, ASIC, controls & programmes
Start hereFor Business & SMEs52+
Privacy Act, ACCC consumer law, AI6 basics
Start hereFor Startups6+
Founder guide, investor due diligence, EU AI Act
Start hereFor Employees48+
Your rights, Right to Disconnect, AI at work
Start here
Procurement 9 min read 2026
AI Governance in Procurement: The Questions You Must Ask Every AI Vendor Before You Sign
Procurement teams are signing AI vendor contracts without adequate governance due diligence. The liability for vendor AI governance failures flows to the buyer. Here are the questions that sophisticated procurement teams are asking in 2026.
Read article
Regulatory Strategy 11 min read
What Financial Services Regulators Actually Want on AI Governance in 2026
2026
The gap between what financial services regulators say in guidance documents and what they actually look for in examinations and enforcement actions is significant. Based on regulatory engagement across APRA, FCA, MAS, and ACPR, here is what actually matters.
Board Governance 8 min read
AI Governance Board Reporting: What to Include, How Often, and What Good Looks Like
2026
Board AI governance reporting is evolving from occasional technology briefings to structured risk reporting. What regulators and institutional investors expect to see in board AI governance reports, and a template for what good looks like.
Enforcement 12 min read
AI Governance Enforcement: The Cases That Defined 2024-2026 and What They Mean for Your Organisation
2026
Regulatory enforcement of AI governance obligations is no longer theoretical. From the FTC's actions against algorithmic pricing to GDPR fines for AI data processing, here are the cases that have reshaped the AI governance landscape, and the lessons for organisations.
Case Study 10 min read
Robodebt: The AI Governance Lessons Every Executive Should Know
2026
The Robodebt Royal Commission exposed every AI governance failure mode simultaneously, automated decisions without human oversight, inadequate documentation, deliberate opacity, and absence of accountability. The lessons are universal.
Case Study 9 min read
Amazon's AI Hiring Tool: The Case Study That Defined AI Discrimination Risk
2026
Amazon built and then scrapped a machine learning hiring tool that systematically discriminated against women. The case remains the definitive study of how algorithmic bias develops, why it is hard to detect, and what governance would have caught it.
AIRA Framework 10 min read
The AIRA Framework: A Structured Approach to AI Risk and Governance for Enterprise
2026
The AI Integrated Risk Architecture (AIRA) provides a four-phase methodology for enterprise AI governance, Assess, Implement, Review, Adapt, built from the intersection of ISO 31000, NIST AI RMF, and the EU AI Act. How it works and why it works.
AIRA Framework 9 min read
AIRA vs ISO 42001 vs NIST AI RMF: Which AI Governance Framework Is Right for Your Organisation?
2026
Three serious AI governance frameworks, each with different strengths, different audiences, and different regulatory recognition. How they compare, where they overlap, and how to choose, or combine, them for your specific context.
AIRA Framework 8 min read
The Investment Case for AI Governance: Why the Cost of Governance Is Always Less Than the Cost of Non-Compliance
2026
AI governance is a cost centre until it prevents a regulatory action that would have been a crisis. This is the financial analysis organisations should be doing, and the investment case that gets governance funded.
Australia 11 min read
What APRA Actually Expects on AI Governance: A Practical Guide for Australian Financial Institutions
2026
APRA has not published a dedicated AI regulation, but its expectations are clear through CPG 234, CPS 230, and examination findings. Here is what APRA examiners look for, and what institutions consistently get wrong.
United Kingdom 10 min read
FCA Consumer Duty and AI: What UK Financial Services Firms Must Do Now
2026
The FCA's Consumer Duty creates specific AI governance obligations that many UK firms have not fully mapped. Automated decisions, AI-driven pricing, and algorithmic advice all fall squarely within Consumer Duty requirements. Here is the compliance map.
Australia 10 min read
ASIC's AI Expectations for Australian Financial Services: Licence Obligations, RG 271, and the Enforcement Direction
2026
ASIC has signalled clearly that AI governance failures in financial services will be treated as licence obligation failures. RG 271 (Internal Dispute Resolution), financial services licence conditions, and ASIC's enforcement history map a clear set of AI obligations for Australian financial services firms.
Healthcare 11 min read
AI in Healthcare: Board Obligations, Clinical Governance, and the Regulatory Framework Executives Need to Understand
2026
Healthcare boards approving AI deployment in clinical settings are taking on governance obligations they may not understand. From TGA regulation of AI medical devices to the intersection with privacy law and clinical governance standards, here is what healthcare executives need to know.
Risk Management 9 min read
Third-Party AI Risk: Why Your Vendor's AI Problem Is Your Problem
2026
Most enterprise AI risk sits in third-party software, not internally developed systems. When your ERP vendor adds AI features, when your HR platform uses AI for talent screening, when your customer service software deploys AI responses, you become responsible for governance outcomes you did not design.
AIRA Framework 10 min read
AI Governance Implementation: A Practical 90-Day Roadmap for Enterprise Organisations
2026
Most AI governance programmes fail because they start too large and lose momentum. This 90-day implementation roadmap, built from enterprise advisory experience, gets organisations to minimum viable governance within a quarter, with a clear path to maturity.
Enforcement 9 min read
When AI Goes Wrong: The Whistleblower Cases That Exposed Governance Failures
2026
The most significant AI governance failures in recent years were not discovered by regulators or auditors, they were exposed by employees who saw problems that governance structures failed to catch. What these cases reveal about the governance gaps that enable AI harm.
EU AI Act 11 min read
EU AI Act High-Risk AI: The Compliance Checklist Your Legal Team Actually Needs
2026
If your organisation deploys AI in employment, credit, education, essential services, or critical infrastructure, you are deploying high-risk AI under the EU AI Act. Compliance deadline: 2 December 2027. Here is exactly what you need to do.
Manufacturing 10 min read
AI Governance in Manufacturing: Safety, Liability, and the EU AI Act Intersection
2026
AI in manufacturing operations, predictive maintenance, quality control, autonomous systems, worker monitoring, creates overlapping safety, product liability, and AI governance obligations. The compliance landscape for manufacturing executives in 2026.
Energy 10 min read
AI Governance in the Energy Sector: Critical Infrastructure, Safety Cases, and Regulatory Obligations
2026
Energy companies deploying AI in grid management, asset monitoring, trading, and customer operations face some of the most demanding AI governance obligations in any sector. Critical infrastructure designation brings the EU AI Act's most stringent requirements.
Real Estate 9 min read
AI Governance for Real Estate and PropTech: Discrimination Risk, Valuation AI, and Regulatory Obligations
2026
Real estate AI, automated valuations, algorithmic tenant screening, AI property search, predictive pricing, creates discrimination risk, fair housing obligations, and emerging AI-specific regulatory exposure. The governance guide for property professionals.
Case Study 9 min read
Uber and Algorithmic Management: The AI Governance Case Study That Defined Gig Economy Risk
2026
Uber's use of AI to manage, evaluate, and terminate drivers has generated enforcement action across the EU, UK, and Australia. The case illustrates every dimension of AI governance failure in employment, and the liability exposure for any organisation using AI to manage people.
Case Study 8 min read
Clearview AI: The Enforcement Case That Set the Global Standard for Biometric AI Governance
2026
Clearview AI faced enforcement action in Australia, the UK, France, Italy, Greece, and Canada, a coordinated global response that established the compliance expectations for biometric AI and facial recognition. What every board needs to understand.
HR & Employment 10 min read
AI Governance for HR and People Teams: The Compliance Obligations You Cannot Ignore
2026
HR is the highest-risk department for AI governance failures. Hiring AI, performance management AI, and workforce analytics create employment discrimination risk, data protection obligations, and EU AI Act high-risk AI compliance requirements. The practical guide for CHROs and HR leaders.
Governance 9 min read
What Data Science and AI Teams Need to Know About AI Governance (That Nobody Told Them)
2026
Data scientists and ML engineers build the AI systems that governance frameworks regulate. Most have had no formal training in the governance obligations their work creates. This is the briefing they need.